Chen Ma

3.2k total citations · 1 hit paper
79 papers, 1.8k citations indexed

About

Chen Ma is a scholar working on Artificial Intelligence, Information Systems and Computer Vision and Pattern Recognition. According to data from OpenAlex, Chen Ma has authored 79 papers receiving a total of 1.8k indexed citations (citations by other indexed papers that have themselves been cited), including 34 papers in Artificial Intelligence, 30 papers in Information Systems and 18 papers in Computer Vision and Pattern Recognition. Recurrent topics in Chen Ma's work include Recommender Systems and Techniques (27 papers), Advanced Graph Neural Networks (21 papers) and Topic Modeling (11 papers). Chen Ma is often cited by papers focused on Recommender Systems and Techniques (27 papers), Advanced Graph Neural Networks (21 papers) and Topic Modeling (11 papers). Chen Ma collaborates with scholars based in China, Hong Kong and Canada. Chen Ma's co-authors include Xue Liu, Yingxue Zhang, Peng Kang, Mark Coates, Jianing Sun, Zhijun Bao, Zhuowei Yu, Qingwei Ruan, Jin Li and Wei He and has published in prestigious journals such as Nature Communications, Molecules and Obstetrics and Gynecology.

In The Last Decade

Chen Ma

64 papers receiving 1.7k citations

Hit Papers

A survey on large language model based autonomous agents 2024 2026 2025 2024 100 200 300 400
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. A survey on large language model based autonomous agents
    2024 430 citations Lei Wang, Chen Ma et al. Frontiers of Computer Science profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Chen Ma China 17 844 784 255 209 181 79 1.8k
Amjad Ali Pakistan 22 643 0.8× 338 0.4× 233 0.9× 60 0.3× 51 0.3× 90 2.3k
Ernestina Menasalvas Spain 23 468 0.6× 119 0.2× 194 0.8× 29 0.1× 52 0.3× 131 1.6k
Marco Avvenuti Italy 22 407 0.5× 320 0.4× 438 1.7× 23 0.1× 36 0.2× 77 1.5k
Antonio Coronato Italy 22 440 0.5× 162 0.2× 292 1.1× 22 0.1× 48 0.3× 95 1.4k
Yue Liu China 19 374 0.4× 746 1.0× 128 0.5× 22 0.1× 31 0.2× 77 1.4k
Satya S. Sahoo United States 21 814 1.0× 538 0.7× 149 0.6× 5 0.0× 200 1.1× 89 2.0k
Shang‐Ming Zhou United Kingdom 26 803 1.0× 107 0.1× 103 0.4× 14 0.1× 483 2.7× 95 1.9k
Felix Bießmann Germany 20 590 0.7× 123 0.2× 93 0.4× 10 0.0× 172 1.0× 50 2.5k
Pedro Pereira Rodrigues Portugal 19 854 1.0× 136 0.2× 79 0.3× 7 0.0× 109 0.6× 120 1.7k

Countries citing papers authored by Chen Ma

Since Specialization
Citations

This map shows the geographic impact of Chen Ma's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Chen Ma with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Chen Ma more than expected).

Fields of papers citing papers by Chen Ma

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Chen Ma. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Chen Ma. The network helps show where Chen Ma may publish in the future.

Co-authorship network of co-authors of Chen Ma

This figure shows the co-authorship network connecting the top 25 collaborators of Chen Ma. A scholar is included among the top collaborators of Chen Ma based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Chen Ma. Chen Ma is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
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Chen, Yankai, Y. K. Que, Xinni Zhang, Chen Ma, & Irwin King. (2025). Learning Binarized Representations with Pseudo-positive Sample Enhancement for Efficient Graph Collaborative Filtering. ACM Transactions on Information Systems. 43(5). 1–28.
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Zhang, Xiaokun, Bo Xu, Chenliang Li, et al.. (2025). A Survey on Side Information-Driven Session-Based Recommendation: From a Data-Centric Perspective. IEEE Transactions on Knowledge and Data Engineering. 37(8). 4411–4431.
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Wang, Shuliang, et al.. (2025). Hierarchical Gating Network for Cross-Domain Sequential Recommendation. ACM Transactions on Information Systems. 43(4). 1–32. 1 indexed citations
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Wang, Lei, Chen Ma, Xueyang Feng, et al.. (2024). A survey on large language model based autonomous agents. Frontiers of Computer Science. 18(6). 430 indexed citations breakdown →
10.
Zhang, Jian, Ting An, Chen Ma, et al.. (2024). AFC-ResNet18: A Novel Real-Time Image Semantic Segmentation Network for Orchard Scene Understanding. Journal of the ASABE. 67(2). 493–500. 2 indexed citations
11.
Wang, Yuening, Yingxue Zhang, Ruiming Tang, et al.. (2023). Structure Aware Incremental Learning with Personalized Imitation Weights for Recommender Systems. Proceedings of the AAAI Conference on Artificial Intelligence. 37(4). 4711–4719. 5 indexed citations
12.
Ma, Chen, et al.. (2023). Knowledge-graph-enabled biomedical entity linking: a survey. World Wide Web. 26(5). 2593–2622. 7 indexed citations
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Sun, Jian, Lu Zhao, Fuxiang Niu, et al.. (2022). Protective Effect of Sweetpotato (Ipomoea batatas L.) Leaf Phenolic Acids Extract on IL-1β-Induced Barrier Injury of Caco-2 Monolayers. Processes. 10(11). 2211–2211. 3 indexed citations
15.
Li, Ximing, et al.. (2022). Meta Auxiliary Learning for Top-K Recommendation. IEEE Transactions on Knowledge and Data Engineering. 35(10). 10857–10870. 1 indexed citations
16.
Chen, Shaomin, et al.. (2022). Nicorandil Improves Left Ventricular Myocardial Strain in Patients With Coronary Chronic Total Occlusion. Frontiers in Cardiovascular Medicine. 9. 864223–864223.
17.
He, Wei & Chen Ma. (2020). Cohesion and Coherence from an Ecolinguistic Perspective. 42(2). 26.
18.
Ma, Chen, et al.. (2018). Characteristic analysis on fruit quality of major varieties in main mango producing regions of Hainan.. Nanfang nongye xuebao. 49(12). 2511–2517. 1 indexed citations
19.
Ma, Chen. (2015). Impact of Attributes Inconsistency of Online Review on Product Sales. Huadong jingji guanli. 3 indexed citations
20.
Ma, Chen. (2000). Determination of Amygdalin in Apricot-kernel. Zhongguo shiyan fangjixue zazhi. 1 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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